Zotero AI Butler Guide
SkillDev toolsAI-powered paper summarization plugin for Zotero
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; ahel provides instructions and does not run this skill.
Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
Then ask your AI: use the Zotero AI Butler Guide skill
What this skill tells your AI
The instructions your AI receives, as published by brycewang-stanford/auto-empirical-research-skills in skills/43-wentorai-research-plugins/skills/literature/fulltext/zotero-ai-butler-guide/SKILL.md and read by ahel’s review.
Overview
Zotero AI Butler is a Zotero plugin that uses LLMs to summarize, analyze, and annotate academic papers directly within Zotero. It can generate structured summaries, extract key findings, compare papers, and answer questions about documents — all without leaving the reference manager. Supports multiple LLM backends (OpenAI, Claude, local models).
Installation
# Download .xpi from GitHub releases
# Zotero 7: Tools → Add-ons → Install Add-on From File
Configuration
### LLM Backend Setup (Preferences → AI Butler)
**Option 1: OpenAI**
- Provider: OpenAI
- Model: gpt-4o
- Set environment variable for credentials
**Option 2: Anthropic**
- Provider: Anthropic
- Model: claude-sonnet-4-20250514
**Option 3: Local (Ollama)**
- Provider: Ollama
- Endpoint: http://localhost:11434
- Model: llama3.1
**Option 4: Custom API**
- Provider: Custom
- Endpoint: your-api-url
- Compatible with OpenAI API format
Features
Paper Summarization
### Usage
1. Select paper in Zotero
2. Right-click → AI Butler → Summarize
3. Summary added as Zotero note
### Summary Templates
- **Quick Summary** (1 paragraph): Core contribution + method + result
- **Structured Summary**: Background / Method / Results / Limitations
- **Executive Brief**: Who should read this and why
- **Technical Deep-Dive**: Detailed methodology and math
Key Finding Extraction
### Extract structured information:
- **Research question**: What problem does this paper address?
- **Methodology**: What approach do the authors use?
- **Key results**: What are the main findings?
- **Contributions**: What is novel about this work?
- **Limitations**: What are the acknowledged limitations?
- **Future work**: What directions do the authors suggest?
Paper Comparison
### Compare multiple papers:
1. Select 2+ papers in Zotero
2. Right-click → AI Butler → Compare Papers
3. Generates comparison table:
- Shared and unique contributions
- Methodological differences
- Performance comparison (if applicable)
- Complementary insights
Q&A Mode
### Ask questions about papers:
1. Open paper in Zotero reader
2. AI Butler sidebar → Ask a question
3. Answers grounded in paper content with page references
Example questions:
- "What loss function do they use?"
- "How does this compare to prior work?"
- "What are the hyperparameters?"
- "Explain equation 3 in simpler terms"
Batch Processing
### Summarize multiple papers:
1. Select papers (or entire collection)
2. Right-click → AI Butler → Batch Summarize
3. Progress bar shows completion
4. Each paper gets a summary note attached
### Reading List Generation:
1. Select collection
2. AI Butler → Generate Reading Order
3. Suggests optimal reading sequence based on:
- Citation relationships
- Conceptual dependencies
- Publication chronology
Custom Prompts
### Create custom analysis prompts:
# In AI Butler preferences → Custom Prompts
Prompt: "Systematic Review Extraction"
Template: |
Extract the following from this paper:
1. Study design (RCT, cohort, etc.)
2. Sample size
3. Primary outcome
4. Effect size with CI
5. Risk of bias indicators
Format as structured JSON.
Integration with Zotero Workflow
### Combined Plugin Workflow
1. **Zotero Connector** → Import paper
2. **Zotero Sci-Hub** → Fetch PDF
3. **AI Butler** → Generate summary note
4. **Zotero Actions Tags** → Auto-tag based on summary
5. **Notero** → Sync to Notion with summary
6. **Better BibTeX** → Export citations for writing
Use Cases
- Rapid screening: Quick summaries for literature triage
- Paper comprehension: Ask clarifying questions
- Comparison studies: Side-by-side paper analysis
- Data extraction: Structured information for systematic reviews
- Reading preparation: Generate briefings before journal club
References
Signals
- GitHub stars
- 4k
- Forks
- 531
- Last commit
- Sep 2026
Advanced
- Item type
- skill
- Key
zotero-ai-butler-guide- Source
- github.com/brycewang-stanford/auto-empirical-research-skills
github.com/brycewang-stanford/auto-empirical-research-skills
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